Hugo Jair Escalante

According to our database, Hugo Jair Escalante authored at least 231 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Guest Editorial: AutoML for Nonstationary Data.

Ran Cheng, Hugo Jair Escalante, Wei-Wei Tu, Jan N. van Rijn, Shuo Wang, Yun Yang

IEEE Trans. Artif. Intell., June, 2024

Overview of DIMEMEX at IberLEF 2024: Detection of Inappropriate Memes from Mexico.

Horacio Jesús Jarquín-Vásquez, Itzel Tlelo-Coyotecatl, Marco Casavantes, Delia Irazú Hernández Farías, Hugo Jair Escalante, Luis Villaseñor Pineda, Manuel Montes-y-Gómez

Proces. del Leng. Natural, 2024

Analysis of Systems' Performance in Natural Language Processing Competitions.

Sergio Nava-Muñoz, Mario Graff, Hugo Jair Escalante

CoRR, 2024

Challenge design roadmap.

Hugo Jair Escalante Balderas, Isabelle Guyon, Addison Howard, Walter Reade, Sébastien Treguer

CoRR, 2024

Speeding up the Multi-objective NAS Through Incremental Learning.

Cosijopii Garcia-Garcia, Bilel Derbel, Alicia Morales-Reyes, Hugo Jair Escalante

Proceedings of the Advances in Soft Computing, 2024

Multimodal-Attention Fusion for the Detection of Questionable Content in Videos.

Arnold Morales, Elaheh Baharlouei, Thamar Solorio, Hugo Jair Escalante

Proceedings of the Pattern Recognition - 16th Mexican Conference, 2024

Progressive Self-supervised Multi-objective NAS for Image Classification.

Cosijopii Garcia-Garcia, Alicia Morales-Reyes, Hugo Jair Escalante

Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024

Unified Physical-Digital Attack Detection Challenge.

Haocheng Yuan, Ajian Liu, Junze Zheng, Jun Wan, Jiankang Deng, Sergio Escalera, Hugo Jair Escalante, Isabelle Guyon, Zhen Lei

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Labeling Comic Mischief Content in Online Videos with a Multimodal Hierarchical-Cross-Attention Model.

Elaheh Baharlouei, Mahsa Shafaei, Yigeng Zhang, Hugo Jair Escalante, Thamar Solorio

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Continuous Cartesian Genetic Programming based representation for multi-objective neural architecture search.

Cosijopii Garcia-Garcia, Alicia Morales-Reyes, Hugo Jair Escalante

Appl. Soft Comput., November, 2023

Multi-branch deep radial basis function networks for facial emotion recognition.

Fernanda Hernández-Luquin, Hugo Jair Escalante

Neural Comput. Appl., September, 2023

Learning a causal structure: a Bayesian random graph approach.

Mauricio Gonzalez-Soto, Ivan Feliciano-Avelino, Luis Enrique Sucar, Hugo Jair Escalante

Neural Comput. Appl., September, 2023

Source tasks selection for transfer deep reinforcement learning: a case of study on Atari games.

Jesús García-Ramírez, Eduardo F. Morales, Hugo Jair Escalante

Neural Comput. Appl., September, 2023

Overview of DA-VINCIS at IberLEF 2023: Detection of Aggressive and Violent Incidents from Social Media in Spanish.

Horacio Jesús Jarquín-Vásquez, Delia Irazú Hernández Farías, Luis Joaquín Arellano, Hugo Jair Escalante, Luis Villaseñor Pineda, Manuel Montes-y-Gómez, Fernando Sánchez-Vega

Proces. del Leng. Natural, 2023

CodaLab Competitions: An Open Source Platform to Organize Scientific Challenges.

Adrien Pavao, Isabelle Guyon, Anne-Catherine Letournel, Dinh-Tuan Tran, Xavier Baró, Hugo Jair Escalante, Sergio Escalera, Tyler Thomas, Zhen Xu

J. Mach. Learn. Res., 2023

Automatic Depression Detection in Social Networks Using Multiple User Characterizations.

Karla María Valencia-Segura, Hugo Jair Escalante, Luis Villaseñor Pineda

Computación y Sistemas (CyS), 2023

Automatic Selection of Multi-view Learning Techniques and Views for Pattern Recognition in Electroencephalogram Signals.

Sandra Eugenia Barajas Montiel, Eduardo F. Morales, Hugo Jair Escalante, Carlos Alberto Reyes García

Computación y Sistemas (CyS), 2023

Towards the Monitoring of Violent Events in Social Media through Visual Information.

Alejandro Escalante-Hernandez, Luis Joaquín Arellano, José de Jesús Lavalle-Martínez, Luis Villaseñor Pineda, Hugo Jair Escalante

Computación y Sistemas (CyS), 2023

Academic competitions.

Hugo Jair Escalante, Aleksandra Kruchinina

CoRR, 2023

TurboGP: A flexible and advanced python based GP library.

Lino Rodriguez-Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante

CoRR, 2023

Comparison of Classifiers in Challenge Scheme.

Sergio Nava-Muñoz, Mario Graff-Guerrero, Hugo Jair Escalante

Proceedings of the Pattern Recognition - 15th Mexican Conference, 2023

Improving the Identification of Abusive Language Through Careful Design of Pre-training Tasks.

Horacio Jesús Jarquín-Vásquez, Hugo Jair Escalante, Manuel Montes-y-Gómez

Proceedings of the Pattern Recognition - 15th Mexican Conference, 2023

Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results.

Dong Wang, Jia Guo, Qiqi Shao, Haochi He, Zhian Chen, Chuanbao Xiao, Ajian Liu, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Jun Wan, Jiankang Deng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Surveillance Face Presentation Attack Detection Challenge.

Hao Fang, Ajian Liu, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis.

Júlio C. S. Jacques Júnior, Yagmur Güçlütürk, Marc Pérez, Umut Güçlü, Carlos Andújar, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Marcel A. J. van Gerven, Rob van Lier, Sergio Escalera

IEEE Trans. Affect. Comput., 2022

Modeling, Recognizing, and Explaining Apparent Personality From Videos.

Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier

IEEE Trans. Affect. Comput., 2022

Depression Recognition in Social Media based on Symptoms' Detection.

Itzel Tlelo-Coyotecatl, Hugo Jair Escalante, Manuel Montes-y-Gómez

Proces. del Leng. Natural, 2022

Overview of DA-VINCIS at IberLEF 2022: Detection of Aggressive and Violent Incidents from Social Media in Spanish.

Luis Joaquín Arellano, Hugo Jair Escalante, Luis Villaseñor Pineda, Manuel Montes-y-Gómez, Fernando Sánchez-Vega

Proces. del Leng. Natural, 2022

Leveraging Multiple Characterizations of Social Media Users for Depression Detection Using Data Fusion.

Karla María Valencia-Segura, Hugo Jair Escalante, Luis Villaseñor Pineda

Proceedings of the Pattern Recognition - 14th Mexican Conference, 2022

Multi-view Learning for EEG Signal Classification of Imagined Speech.

Sandra Eugenia Barajas Montiel, Eduardo F. Morales, Hugo Jair Escalante

Proceedings of the Pattern Recognition - 14th Mexican Conference, 2022

Detecting and Identifying Global Visual Novelties in Driving Scenarios.

Miguel A. Palacios-Alonso, Hugo Jair Escalante, Luis Enrique Sucar

Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

A multiplatform application for automatic recognition of personality traits for Learning Environments.

Víctor Manuel Bátiz Beltrán, Ramón Zataraín-Cabada, María Lucía Barrón-Estrada, Héctor Manuel Cárdenas-López, Hugo Jair Escalante

Proceedings of the International Conference on Advanced Learning Technologies, 2022

Model Compression for Deep Reinforcement Learning Through Mutual Information.

Jesús García-Ramírez, Eduardo F. Morales, Hugo Jair Escalante

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2022, 2022

CGP-NAS: real-based solutions encoding for multi-objective evolutionary neural architecture search.

Cosijopii Garcia-Garcia, Hugo Jair Escalante, Alicia Morales-Reyes

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Dog emotion recognition from images in the wild: DEBIw dataset and first results.

Fernanda Hernández-Luquin, Hugo Jair Escalante, Benjamín Gutiérrez-Serafín, Humberto Pérez Espinosa, Luis Villaseñor Pineda, Verónica Reyes-Meza

Proceedings of the Ninth International Conference on Animal-Computer Interaction, 2022

Towards a monitoring and emergency alarm system activated by the barking of assistant dogs.

Edwin Raúl Abrego-Ulloa, Carlos Alberto Aguilar-Lazcano, Humberto Pérez Espinosa, Liliana Rodríguez-Vizzuett, María Fernanda Hernández-Luquin, Ismael Edrein Espinosa-Curiel, Hugo Jair Escalante

Proceedings of the Ninth International Conference on Animal-Computer Interaction, 2022

2021

Automated Machine Learning - A Brief Review at the End of the Early Years.

Hugo Jair Escalante

Proceedings of the Automated Design of Machine Learning and Search Algorithms, 2021

Special Issue on Face Presentation Attack Detection.

Jun Wan, Sergio Escalera, Hugo Jair Escalante, Guodong Guo, Stan Z. Li

IEEE Trans. Biom. Behav. Identity Sci., 2021

Overview of MeOffendEs at IberLEF 2021: Offensive Language Detection in Spanish Variants.

Flor Miriam Plaza del Arco, Marco Casavantes, Hugo Jair Escalante, María Teresa Martín Valdivia, Arturo Montejo-Ráez, Manuel Montes-y-Gómez, Horacio Jesús Jarquín-Vásquez, Luis Villaseñor Pineda

Proces. del Leng. Natural, 2021

Guest Editorial: Automated Machine Learning.

Hugo Jair Escalante, Quanming Yao, Wei-Wei Tu, Nelishia Pillay, Rong Qu, Yang Yu, Neil Houlsby

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Cross-ethnicity face anti-spoofing recognition challenge: A review.

Ajian Liu, Xuan Li, Jun Wan, Yanyan Liang, Sergio Escalera, Hugo Jair Escalante, Meysam Madadi, Yi Jin, Zhuoyuan Wu, Xiaogang Yu, Zichang Tan, Qi Yuan, Ruikun Yang, Benjia Zhou, Guodong Guo, Stan Z. Li

IET Biom., 2021

Desert bighorn sheep (<i>Ovis canadensis</i>) recognition from camera traps based on learned features.

Manuel Vargas-Felipe, Luis Pellegrin, Aldo A. Guevara-Carrizales, Adrián Pastor López-Monroy, Hugo Jair Escalante, José Ángel González-Fraga

Ecol. Informatics, 2021

Predicting students' performance in online courses using multiple data sources.

Mélina Verger, Hugo Jair Escalante

CoRR, 2021

ChaLearn Looking at People: Inpainting and Denoising challenges.

Sergio Escalera, Marti Soler, Stéphane Ayache, Umut Güçlü, Jun Wan, Meysam Madadi, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon

CoRR, 2021

Source Task Selection in Time Series via Performance Prediction.

Jesús García-Ramírez, Eduardo F. Morales, Hugo Jair Escalante

Proceedings of the Advances in Computational Intelligence, 2021

Perceptual and Pixel-Wise Information for Visual Novelty Detection.

Miguel A. Palacios-Alonso, Hugo Jair Escalante, Luis Enrique Sucar

Proceedings of the Pattern Recognition - 13th Mexican Conference, 2021

Multi-source Transfer Learning for Deep Reinforcement Learning.

Jesús García-Ramírez, Eduardo F. Morales, Hugo Jair Escalante

Proceedings of the Pattern Recognition - 13th Mexican Conference, 2021

3D High-Fidelity Mask Face Presentation Attack Detection Challenge.

Ajian Liu, Chenxu Zhao, Zitong Yu, Anyang Su, Xing Liu, Zijian Kong, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Guodong Guo

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Self-Contextualized Attention for Abusive Language Identification.

Horacio Jesús Jarquín-Vásquez, Hugo Jair Escalante, Manuel Montes-y-Gómez

Proceedings of the Ninth International Workshop on Natural Language Processing for Social Media, 2021

2020

Multi-Modal Face Presentation Attack Detection

Jun Wan, Guodong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li

Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers, ISBN: 978-3-031-01824-4, 2020

CASIA-SURF: A Large-Scale Multi-Modal Benchmark for Face Anti-Spoofing.

Shifeng Zhang, Ajian Liu, Jun Wan, Yanyan Liang, Guodong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li

IEEE Trans. Biom. Behav. Identity Sci., 2020

Causal Games and Causal Nash Equilibrium.

Mauricio Gonzalez-Soto, Luis Enrique Sucar, Hugo Jair Escalante

Res. Comput. Sci., 2020

From neighbors to strengths - the k-strongest strengths (kSS) classification algorithm.

Juan Aguilera, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez, Roberto López-Santillán, Hugo Jair Escalante

Pattern Recognit. Lett., 2020

Guest Editorial: Image and Video Inpainting and Denoising.

Sergio Escalera, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon, Meysam Madadi, Jun Wan, Stéphane Ayache, Yagmur Güçlütürk, Umut Güçlü

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Recognition of facial expressions based on CNN features.

Sonia M. González-Lozoya, Jorge de la Calleja, Luis Pellegrin, Hugo Jair Escalante, Ma. Auxilio Medina, Antonio Benitez Ruiz

Multim. Tools Appl., 2020

Causal Structure Learning: a Bayesian approach based on random graphs.

Mauricio Gonzalez-Soto, Ivan R. Feliciano-Avelino, Luis Enrique Sucar, Hugo Jair Escalante Balderas

CoRR, 2020

Automated Machine Learning - a brief review at the end of the early years.

Hugo Jair Escalante

CoRR, 2020

Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review.

Ajian Liu, Xuan Li, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Meysam Madadi, Yi Jin, Zhuoyuan Wu, Xiaogang Yu, Zichang Tan, Qi Yuan, Ruikun Yang, Benjia Zhou, Guodong Guo, Stan Z. Li

CoRR, 2020

Overview of MEX-A3T at IberLEF 2020: Fake News and Aggressiveness Analysis in Mexican Spanish.

Mario Ezra Aragón, Horacio Jesús Jarquín-Vásquez, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda, Helena Gómez-Adorno, Juan Pablo Posadas-Durán, Gemma Bel-Enguix

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

Cooperative Co-Evolutionary Genetic Programming for High Dimensional Problems.

Lino Rodriguez-Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante, Carlos A. Coello Coello

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

NeurIPS 2020 Competition and Demonstration Track: Revised selected papers.

Hugo Jair Escalante, Katja Hofmann

Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020

Data Augmentation with Transformers for Text Classification.

José Medardo Tapia-Téllez, Hugo Jair Escalante

Proceedings of the Advances in Computational Intelligence, 2020

2019

Scalable multi-label annotation via semi-supervised kernel semantic embedding.

Jorge A. Vanegas, Hugo Jair Escalante, Fabio A. González

Pattern Recognit. Lett., 2019

Transductive non-linear semantic embedding for multi-class classification.

Jorge A. Vanegas, Viviana Beltrán, Hugo Jair Escalante, Fabio A. González

Pattern Recognit. Lett., 2019

Guest editorial: special issue on human abnormal behavioural analysis.

Gholamreza Anbarjafari, Sergio Escalera, Kamal Nasrollahi, Hugo Jair Escalante, Xavier Baró, Jun Wan, Thomas B. Moeslund

Mach. Vis. Appl., 2019

Exploiting label semantic relatedness for unsupervised image annotation with large free vocabularies.

Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez, Fabio A. González

Multim. Tools Appl., 2019

Novel Distributional Visual-Feature Representations for image classification.

Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Fabio A. González

Multim. Tools Appl., 2019

Chained ensemble classifier for image annotation.

Heidy Marisol Marín-Castro, Jaciel D. Hernandez-Resendiz, Hugo Jair Escalante Balderas, Luis Pellegrin, Edgar Tello-Leal

Multim. Tools Appl., 2019

Evolving autoencoding structures through genetic programming.

Lino Rodriguez-Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante

Genet. Program. Evolvable Mach., 2019

Image Annotation as Text-Image Matching: Challenge Design and Results.

Luis Pellegrin, Octavio Loyola-González, José Ortiz-Bejar, Miguel Angel Medina-Pérez, Andrés Eduardo Gutiérrez-Rodríguez, Eric Sadit Tellez, Mario Graff, Sabino Miranda-Jiménez, Daniela Moctezuma, Mauricio García-Limón, Alicia Morales-Reyes, Carlos A. Reyes García, Eduardo F. Morales, Hugo Jair Escalante

Computación y Sistemas, 2019

von Neumann-Morgenstern and Savage Theorems for Causal Decision Making.

Mauricio Gonzalez-Soto, Luis Enrique Sucar, Hugo Jair Escalante

CoRR, 2019

Towards AutoML in the presence of Drift: first results.

Jorge G. Madrid, Hugo Jair Escalante, Eduardo F. Morales, Wei-Wei Tu, Yang Yu, Lisheng Sun-Hosoya, Isabelle Guyon, Michèle Sebag

CoRR, 2019

AutoML @ NeurIPS 2018 challenge: Design and Results.

Hugo Jair Escalante, Wei-Wei Tu, Isabelle Guyon, Daniel L. Silver, Evelyne Viegas, Yuqiang Chen, Wenyuan Dai, Qiang Yang

CoRR, 2019

A Guiding Principle for Causal Decision Problems.

Mauricio Gonzalez-Soto, Luis Enrique Sucar, Hugo Jair Escalante

CoRR, 2019

Split and merge watershed: A two-step method for cell segmentation in fluorescence microscopy images.

Margarita Gamarra, Eduardo E. Zurek, Hugo Jair Escalante, Leidy Hurtado, Homero San-Juan-Vergara

Biomed. Signal Process. Control., 2019

Overview of MEX-A3T at IberLEF 2019: Authorship and Aggressiveness Analysis in Mexican Spanish Tweets.

Mario Ezra Aragón, Miguel Ángel Álvarez-Carmona, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda, Daniela Moctezuma

Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

Meta-learning of Textual Representations.

Jorge G. Madrid, Hugo Jair Escalante, Eduardo F. Morales

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

NeurIPS 2019 Competition and Demonstration Track Revised selected papers.

Hugo Jair Escalante, Raia Hadsell

Proceedings of the NeurIPS 2019 Competition and Demonstration Track, 2019

Cross-Cultural Image-Based Author Profiling in Twitter.

Ivan Feliciano-Avelino, Miguel Ángel Álvarez-Carmona, Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Villaseñor Pineda

Proceedings of the Advances in Soft Computing, 2019

Convolutional Genetic Programming.

Lino Rodriguez-Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante

Proceedings of the Pattern Recognition - 11th Mexican Conference, 2019

High-Level Features for Multimodal Deception Detection in Videos.

Rodrigo Rill-García, Hugo Jair Escalante, Luis Villaseñor Pineda, Verónica Reyes-Meza

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Multi-Modal Face Anti-Spoofing Attack Detection Challenge at CVPR2019.

Ajian Liu, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zichang Tan, Qi Yuan, Kai Wang, Chi Lin, Guodong Guo, Isabelle Guyon, Stan Z. Li

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Meta-learning of Text Classification Tasks.

Jorge G. Madrid, Hugo Jair Escalante

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019

Analysis of the AutoML Challenge Series 2015-2018.

Isabelle Guyon, Lisheng Sun-Hosoya, Marc Boullé, Hugo Jair Escalante, Sergio Escalera, Zhengying Liu, Damir Jajetic, Bisakha Ray, Mehreen Saeed, Michèle Sebag, Alexander R. Statnikov, Wei-Wei Tu, Evelyne Viegas

Proceedings of the Automated Machine Learning - Methods, Systems, Challenges, 2019

2018

Evaluation of Detection Approaches for Road Anomalies Based on Accelerometer Readings - Addressing Who's Who.

Manuel Ricardo Carlos-Loya, Mario Ezra Aragón, Luis Carlos González-Gurrola, Hugo Jair Escalante, Fernando Martínez-Reyes

IEEE Trans. Intell. Transp. Syst., 2018

Multimodal First Impression Analysis with Deep Residual Networks.

Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera, Marcel A. J. van Gerven, Rob van Lier

IEEE Trans. Affect. Comput., 2018

Guest Editorial: Apparent Personality Analysis.

Sergio Escalera, Xavier Baró, Isabelle Guyon, Hugo Jair Escalante

IEEE Trans. Affect. Comput., 2018

Detección automática de engaño en notas de opinión a partir de técnicas de perfilado de autores.

Jonathan Serrano-Pérez, Javier Sánchez-Junquera, Hugo Jair Escalante Balderas, Luis Villaseñor Pineda

Res. Comput. Sci., 2018

Guest Editorial: The Computational Face.

Sergio Escalera, Xavier Baró, Isabelle Guyon, Hugo Jair Escalante, Georgios Tzimiropoulos, Michel F. Valstar, Maja Pantic, Jeffrey F. Cohn, Takeo Kanade

IEEE Trans. Pattern Anal. Mach. Intell., 2018

A visual approach for age and gender identification on Twitter.

Miguel Ángel Álvarez-Carmona, Luis Pellegrin, Manuel Montes-y-Gómez, Fernando Sánchez-Vega, Hugo Jair Escalante, Adrián Pastor López-Monroy, Luis Villaseñor Pineda, Esaú Villatoro-Tello

J. Intell. Fuzzy Syst., 2018

Looking at People Special Issue.

Sergio Escalera, Jordi Gonzàlez, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon

Int. J. Comput. Vis., 2018

Taking Human out of Learning Applications: A Survey on Automated Machine Learning.

Quanming Yao, Mengshuo Wang, Hugo Jair Escalante, Isabelle Guyon, Yi-Qi Hu, Yufeng Li, Wei-Wei Tu, Qiang Yang, Yang Yu

CoRR, 2018

Playing against Nature: causal discovery for decision making under uncertainty.

Mauricio Gonzalez-Soto, Luis Enrique Sucar, Hugo Jair Escalante

CoRR, 2018

First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis.

Júlio C. S. Jacques Júnior, Yagmur Güçlütürk, Marc Pérez, Umut Güçlü, Carlos Andújar, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Marcel A. J. van Gerven, Rob van Lier, Sergio Escalera

CoRR, 2018

Towards Deep Representation Learning with Genetic Programming.

Lino Rodriguez-Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante

CoRR, 2018

Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos.

Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier

CoRR, 2018

Surrogate modeling based on granular models and fuzzy aptitude functions.

Israel Cruz-Vega, Carlos A. Reyes García, Hugo Jair Escalante, Jose de Jesus Rangel-Magdaleno, Juan Manuel Ramírez-Cortés

Appl. Soft Comput., 2018

Overview of MEX-A3T at IberEval 2018: Authorship and Aggressiveness Analysis in Mexican Spanish Tweets.

Miguel Ángel Álvarez-Carmona, Estefanía Guzmán-Falcón, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda, Verónica Reyes-Meza, Antonio Rico Sulayes

Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018) co-located with 34th Conference of the Spanish Society for Natural Language Processing (SEPLN 2018), 2018

Early Text Classification Using Multi-Resolution Concept Representations.

Adrián Pastor López-Monroy, Fabio A. González, Manuel Montes-y-Gómez, Hugo Jair Escalante, Thamar Solorio

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

A Knowledge-Based Weighted KNN for Detecting Irony in Twitter.

Delia Irazú Hernández Farías, Manuel Montes-y-Gómez, Hugo Jair Escalante, Paolo Rosso, Viviana Patti

Proceedings of the Advances in Computational Intelligence, 2018

Bayesian Chain Classifier with Feature Selection for Multi-label Classification.

Ricardo Benítez-Jimenez, Eduardo F. Morales, Hugo Jair Escalante

Proceedings of the Advances in Soft Computing, 2018

Automated Detection of Hummingbirds in Images: A Deep Learning Approach.

Sergio A. Serrano, Ricardo Benítez-Jimenez, Laura Nuñez-Rosas, Ma del Coro Arizmendi, Harold Greeney, Verónica Reyes-Meza, Eduardo F. Morales, Hugo Jair Escalante

Proceedings of the Pattern Recognition - 10th Mexican Conference, 2018

From Text to Speech: A Multimodal Cross-Domain Approach for Deception Detection.

Rodrigo Rill-García, Luis Villaseñor Pineda, Verónica Reyes-Meza, Hugo Jair Escalante

Proceedings of the Pattern Recognition and Information Forensics, 2018

Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest.

Gabriela Ramírez-de-la-Rosa, Esaú Villatoro, Bogdan Ionescu, Hugo Jair Escalante, Sergio Escalera, Martha A. Larson, Henning Müller, Isabelle Guyon

Proceedings of the Pattern Recognition and Information Forensics, 2018

Recognition of Apparent Personality Traits from Text and Handwritten Images.

Ernesto Pérez Costa, Luis Villaseñor Pineda, Eduardo F. Morales, Hugo Jair Escalante

Proceedings of the Pattern Recognition and Information Forensics, 2018

Structurally Layered Representation Learning: Towards Deep Learning Through Genetic Programming.

Lino Rodriguez-Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante

Proceedings of the Genetic Programming - 21st European Conference, 2018

Predicting Academic-Challenge Success.

Dante López, Luis Villaseñor Pineda, Manuel Montes-y-Gómez, Eduardo F. Morales, Hugo Jair Escalante

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017

Learning Roadway Surface Disruption Patterns Using the Bag of Words Representation.

Luis Carlos González-Gurrola, Ricardo Moreno, Hugo Jair Escalante, Fernando Martínez-Reyes, Manuel Ricardo Carlos

IEEE Trans. Intell. Transp. Syst., 2017

An online and incremental GRLVQ algorithm for prototype generation based on granular computing.

Israel Cruz-Vega, Hugo Jair Escalante

Soft Comput., 2017

Detección del engaño en notas de opinión a través de técnicas tradicionales de clasificación automática de textos.

Javier Sánchez-Junquera, Luis Villaseñor Pineda, Hugo Jair Escalante, Manuel Montes-y-Gómez

Res. Comput. Sci., 2017

MOPG: a multi-objective evolutionary algorithm for prototype generation.

Hugo Jair Escalante, Maribel Marin-Castro, Alicia Morales-Reyes, Mario Graff, Alejandro Rosales-Pérez, Manuel Montes-y-Gómez, Carlos A. Reyes García, Jesus A. Gonzalez

Pattern Anal. Appl., 2017

Principal motion components for one-shot gesture recognition.

Hugo Jair Escalante, Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Jun Wan

Pattern Anal. Appl., 2017

Evolving weighting schemes for the Bag of Visual Words.

Hugo Jair Escalante, Víctor Ponce-López, Sergio Escalera, Xavier Baró, Alicia Morales-Reyes, José Martínez-Carranza

Neural Comput. Appl., 2017

Time series forecasting with genetic programming.

Mario Graff, Hugo Jair Escalante, Fernando Ornelas-Tellez, Eric Sadit Tellez

Nat. Comput., 2017

Local and global approaches for unsupervised image annotation.

Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez, Fabio A. González

Multim. Tools Appl., 2017

Detection of defective embedded bearings by sound analysis: a machine learning approach.

Mario A. Saucedo-Espinosa, Hugo Jair Escalante, Arturo Berrones

J. Intell. Manuf., 2017

A parallel approach for the training stage of the Viola-Jones face detection algorithm.

Eric Olmedo, Jorge de la Calleja, Alicia Morales-Reyes, Hugo Jair Escalante, Argelia B. Urbina Nájera, Ma. Auxilio Medina, Antonio Benitez Ruiz

Intell. Data Anal., 2017

An iterative genetic programming approach to prototype generation.

José María Valencia-Ramírez, Mario Graff, Hugo Jair Escalante, Jaime Cerdá Jacobo

Genet. Program. Evolvable Mach., 2017

Early detection of deception and aggressiveness using profile-based representations.

Hugo Jair Escalante, Esaú Villatoro-Tello, Sara Elena Garza Villarreal, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Luis Villaseñor Pineda

Expert Syst. Appl., 2017

ChaLearn Looking at People: Events and Resources.

Sergio Escalera, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon

CoRR, 2017

Fractal dimension analysis for automatic morphological galaxy classification.

Jorge de la Calleja, Elsa M. de la Calleja, Hugo Jair Escalante

CoRR, 2017

Full Model Selection in Big Data.

Ángel Díaz-Pacheco, Jesús A. González Bernal, Carlos Alberto Reyes García, Hugo Jair Escalante Balderas

Proceedings of the Advances in Soft Computing, 2017

ChaLearn looking at people: A review of events and resources.

Sergio Escalera, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Design of an explainable machine learning challenge for video interviews.

Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera, Júlio C. S. Jacques Júnior, Meysam Madadi, Xavier Baró, Stéphane Ayache, Evelyne Viegas, Yagmur Güçlütürk, Umut Güçlü, Marcel A. J. van Gerven, Rob van Lier

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real Versus Fake Expressed Emotions Challenges.

Jun Wan, Sergio Escalera, Gholamreza Anbarjafari, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon, Meysam Madadi, Juri Allik, Jelena Gorbova, Chi Lin, Yiliang Xie

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Visualizing Apparent Personality Analysis with Deep Residual Networks.

Yagmur Güçlütürk, Umut Güçlü, Marc Pérez, Hugo Jair Escalante, Xavier Baró, Carlos Andújar, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Sergio Escalera, Marcel A. J. van Gerven, Rob van Lier

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

A Survey on Deep Learning Based Approaches for Action and Gesture Recognition in Image Sequences.

Maryam Asadi-Aghbolaghi, Albert Clapés, Marco Bellantonio, Hugo Jair Escalante, Víctor Ponce-López, Xavier Baró, Isabelle Guyon, Shohreh Kasaei, Sergio Escalera

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Social-Media Users can be profiled by their Similarity with other Users.

Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda, Thamar Solorio

Proceedings of the Working Notes of CLEF 2017, 2017

Semi-supervised Online Kernel Semantic Embedding for Multi-label Annotation.

Jorge A. Vanegas, Hugo Jair Escalante, Fabio A. González

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

A Flexible Framework for the Evaluation of Unsupervised Image Annotation.

Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez, Mauricio Villegas, Fabio A. González

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

Learning When to Classify for Early Text Classification.

Juan Martín Loyola, Marcelo Luis Errecalde, Hugo Jair Escalante, Manuel Montes-y-Gómez

Proceedings of the Computer Science - CACIC 2017, 2017

Deep Learning for Action and Gesture Recognition in Image Sequences: A Survey.

Maryam Asadi-Aghbolaghi, Albert Clapés, Marco Bellantonio, Hugo Jair Escalante, Víctor Ponce-López, Xavier Baró, Isabelle Guyon, Shohreh Kasaei, Sergio Escalera

Proceedings of the Gesture Recognition, 2017

2016

Surrogate modeling based on an adaptive network and granular computing.

Israel Cruz-Vega, Hugo Jair Escalante, Carlos A. Reyes García, Jesus A. Gonzalez, Alejandro Rosales-Pérez

Soft Comput., 2016

A naïve Bayes baseline for early gesture recognition.

Hugo Jair Escalante, Eduardo F. Morales, Luis Enrique Sucar

Pattern Recognit. Lett., 2016

Improving the BoVW via discriminative visual n-grams and MKL strategies.

Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Angel Cruz-Roa, Fabio A. González

Neurocomputing, 2016

EMOPG+FS: Evolutionary multi-objective prototype generation and feature selection.

Alejandro Rosales-Pérez, Jesús A. González, Carlos A. Coello Coello, Carlos A. Reyes García, Hugo Jair Escalante

Intell. Data Anal., 2016

GRASP with path relinking for commercial districting.

Roger Z. Ríos-Mercado, Hugo Jair Escalante

Expert Syst. Appl., 2016

Editorial.

Hugo Jair Escalante, Mario Graff

Computación y Sistemas, 2016

PGGP: Prototype Generation via Genetic Programming.

Hugo Jair Escalante, Mario Graff, Alicia Morales-Reyes

Appl. Soft Comput., 2016

Early text classification: a Naïve solution.

Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Villaseñor Pineda, Marcelo Luis Errecalde

Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, 2016

ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview.

Hugo Jair Escalante, Víctor Ponce-López, Jun Wan, Michael A. Riegler, Baiyu Chen, Albert Clapés, Sergio Escalera, Isabelle Guyon, Xavier Baró, Pål Halvorsen, Henning Müller, Martha A. Larson

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset Learning without Human Intervention.

Isabelle Guyon, Imad Chaabane, Hugo Jair Escalante, Sergio Escalera, Damir Jajetic, James Robert Lloyd, Núria Macià, Bisakha Ray, Lukasz Romaszko, Michèle Sebag, Alexander R. Statnikov, Sébastien Treguer, Evelyne Viegas

Proceedings of the 2016 Workshop on Automatic Machine Learning, 2016

In Defense of Online Kmeans for Prototype Generation and Instance Reduction.

Mauricio García-Limón, Hugo Jair Escalante, Alicia Morales-Reyes

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2016, 2016

A Machine Learning Pipeline to Automatically Identify and Classify Roadway Surface Disruptions.

Mario Ezra Aragón, Manuel Ricardo Carlos, Luis Carlos González-Gurrola, Hugo Jair Escalante

Proceedings of the Sixteenth Mexican International Conference on Computer Science, 2016

ChaLearn LAP 2016: First Round Challenge on First Impressions - Dataset and Results.

Víctor Ponce-López, Baiyu Chen, Marc Oliu, Ciprian A. Corneanu, Albert Clapés, Isabelle Guyon, Xavier Baró, Hugo Jair Escalante, Sergio Escalera

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

ChaLearn Looking at People and Faces of the World: Face AnalysisWorkshop and Challenge 2016.

Sergio Escalera, Mercedes Torres, Brais Martínez, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Georgios Tzimiropoulos, Ciprian A. Corneanu, Marc Oliu, Mohammad Ali Bagheri, Michel F. Valstar

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

A Two-Step Retrieval Method for Image Captioning.

Luis Pellegrin, Jorge A. Vanegas, John Edison Arevalo Ovalle, Viviana Beltrán, Hugo Jair Escalante, Manuel Montes-y-Gómez, Fabio A. González

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

INAOE's participation at ImageCLEF 2016: Text Illustration Task.

Luis Pellegrin, Adrián Pastor López-Monroy, Hugo Jair Escalante, Manuel Montes-y-Gómez

Proceedings of the Working Notes of CLEF 2016, 2016

2015

Discriminative subprofile-specific representations for author profiling in social media.

Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda, Efstathios Stamatatos

Knowl. Based Syst., 2015

Term-weighting learning via genetic programming for text classification.

Hugo Jair Escalante, Mauricio A. García-Limón, Alicia Morales-Reyes, Mario Graff, Manuel Montes-y-Gómez, Eduardo F. Morales, José Martínez-Carranza

Knowl. Based Syst., 2015

Surrogate-assisted multi-objective model selection for support vector machines.

Alejandro Rosales-Pérez, Jesus A. Gonzalez, Carlos A. Coello Coello, Hugo Jair Escalante, Carlos A. Reyes García

Neurocomputing, 2015

A note on "Adaptive fuzzy fitness granulation for evolutionary optimization".

Israel Cruz-Vega, Hugo Jair Escalante

Int. J. Approx. Reason., 2015

Classifying infant cry patterns by the Genetic Selection of a Fuzzy Model.

Alejandro Rosales-Pérez, Carlos A. Reyes García, Jesus A. Gonzalez, Orion Fausto Reyes-Galaviz, Hugo Jair Escalante, Silvia Orlandi

Biomed. Signal Process. Control., 2015

Semantic Genetic Programming for Sentiment Analysis.

Mario Graff, Eric Sadit Tellez, Hugo Jair Escalante, Sabino Miranda-Jiménez

Proceedings of the NEO 2015, 2015

Towards Autonomous Flight of Low-Cost MAVs by Using a Probabilistic Visual Odometry Approach.

José Martínez-Carranza, Esteban Omar Garcia, Hugo Jair Escalante, Walterio W. Mayol-Cuevas

Proceedings of the Advances in Artificial Intelligence and Its Applications, 2015

Improved Learning Rule for LVQ Based on Granular Computing.

Israel Cruz-Vega, Hugo Jair Escalante

Proceedings of the Pattern Recognition - 7th Mexican Conference, 2015

Deep learning based super-resolution for improved action recognition.

Kamal Nasrollahi, Sergio Escalera, Pejman Rasti, Gholamreza Anbarjafari, Xavier Baró, Hugo Jair Escalante, Thomas B. Moeslund

Proceedings of the 2015 International Conference on Image Processing Theory, 2015

Design of the 2015 ChaLearn AutoML challenge.

Isabelle Guyon, Kristin P. Bennett, Gavin C. Cawley, Hugo Jair Escalante, Sergio Escalera, Tin Kam Ho, Núria Macià, Bisakha Ray, Mehreen Saeed, Alexander R. Statnikov, Evelyne Viegas

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

ChaLearn looking at people 2015 new competitions: Age estimation and cultural event recognition.

Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Pablo Pardo, Junior Fabian, Marc Oliu, Hugo Jair Escalante, Iván Huerta, Isabelle Guyon

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Improving bag of visual words representations with genetic programming.

Hugo Jair Escalante, José Martínez-Carranza, Sergio Escalera, Víctor Ponce-López, Xavier Baró

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

ChaLearn Looking at People 2015: Apparent Age and Cultural Event Recognition Datasets and Results.

Sergio Escalera, Junior Fabian, Pablo Pardo, Xavier Baró, Jordi Gonzàlez, Hugo Jair Escalante, Dusan Misevic, Ulrich Steiner, Isabelle Guyon

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

An Empirical Analysis on Dimensionality in Cellular Genetic Algorithms.

Alicia Morales-Reyes, Hugo Jair Escalante, Martín Letras, René Cumplido

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

ChaLearn Looking at People 2015 challenges: Action spotting and cultural event recognition.

Xavier Baró, Jordi Gonzàlez, Junior Fabian, Miguel Ángel Bautista, Marc Oliu, Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

INAOE-UNAL at ImageCLEF 2015: Scalable Concept Image Annotation.

Luis Pellegrin, Jorge A. Vanegas, John Edison Arevalo Ovalle, Viviana Beltrán, Hugo Jair Escalante, Manuel Montes-y-Gómez, Fabio A. González

Proceedings of the Working Notes of CLEF 2015, 2015

INAOE's Participation at PAN'15: Author Profiling task.

Miguel Ángel Álvarez-Carmona, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Luis Villaseñor Pineda, Hugo Jair Escalante

Proceedings of the Working Notes of CLEF 2015, 2015

Gesture and Action Recognition by Evolved Dynamic Subgestures.

Víctor Ponce-López, Hugo Jair Escalante, Sergio Escalera, Xavier Baró

Proceedings of the British Machine Vision Conference 2015, 2015

2014

CSMMI: Class-Specific Maximization of Mutual Information for Action and Gesture Recognition.

Jun Wan, Vassilis Athitsos, Pat Jangyodsuk, Hugo Jair Escalante, Qiuqi Ruan, Isabelle Guyon

IEEE Trans. Image Process., 2014

Extensión de una red neuronal relacional difusa incorporando distintos productos relacionales a la etapa de entrenamiento.

Efraín Mendoza-Castañeda, Carlos A. Reyes García, Hugo Jair Escalante

Res. Comput. Sci., 2014

Image Classification through Text Mining techniques: a Proposal.

Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Fabio A. González

Res. Comput. Sci., 2014

The ChaLearn gesture dataset (CGD 2011).

Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Hugo Jair Escalante

Mach. Vis. Appl., 2014

Learning to Assemble Classifiers via Genetic Programming.

Niusvel Acosta-Mendoza, Alicia Morales-Reyes, Hugo Jair Escalante, Andrés Gago Alonso

Int. J. Pattern Recognit. Artif. Intell., 2014

Multi-objective model type selection.

Alejandro Rosales-Pérez, Jesus A. Gonzalez, Carlos A. Coello Coello, Hugo Jair Escalante, Carlos A. Reyes García

Neurocomputing, 2014

Búsqueda aleatoria adaptiva para problemas de optimización global sin restricciones.

Jonás Velasco, Mario A. Saucedo-Espinosa, Hugo Jair Escalante, Karlo Mendoza, César Emilio Villarreal-Rodríguez, Óscar L. Chacón Mondragón, Arturo Berrones

Computación y Sistemas, 2014

Term-Weighting Learning via Genetic Programming for Text Classification.

Hugo Jair Escalante, Mauricio A. García-Limón, Alicia Morales-Reyes, Mario Graff, Manuel Montes-y-Gómez, Eduardo F. Morales

CoRR, 2014

Fusing Affective Dimensions and Audio-Visual Features from Segmented Video for Depression Recognition: INAOE-BUAP's Participation at AVEC'14 Challenge.

Humberto Pérez Espinosa, Hugo Jair Escalante, Luis Villaseñor Pineda, Manuel Montes-y-Gómez, David Pinto Avendaño, Verónica Reyes-Meza

Proceedings of the 4th International Workshop on Audio/Visual Emotion Challenge, 2014

Evaluating Term-Expansion for Unsupervised Image Annotation.

Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez

Proceedings of the Human-Inspired Computing and Its Applications, 2014

Object Recognition with Näive Bayes-NN via Prototype Generation.

Hugo Jair Escalante, Mauricio Sotomayor, Manuel Montes-y-Gómez, Adrián Pastor López-Monroy

Proceedings of the Pattern Recognition - 6th Mexican Conference, 2014

Towards the automated generation of term-weighting schemes for text categorization.

Mauricio García-Limón, Hugo Jair Escalante, Manuel Montes-y-Gómez, Alicia Morales-Reyes, Eduardo F. Morales

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Simultaneous generation of prototypes and features through genetic programming.

Mauricio García-Limón, Hugo Jair Escalante, Eduardo F. Morales, Alicia Morales-Reyes

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Adaptive-surrogate based on a neuro-fuzzy network and granular computing.

Israel Cruz-Vega, Mauricio García-Limón, Hugo Jair Escalante

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

ChaLearn Looking at People Challenge 2014: Dataset and Results.

Sergio Escalera, Xavier Baró, Jordi Gonzàlez, Miguel Ángel Bautista, Meysam Madadi, Miguel Reyes, Víctor Ponce-López, Hugo Jair Escalante, Jamie Shotton, Isabelle Guyon

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Using Intra-Profile Information for Author Profiling.

Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda

Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Evolutionary Multi-Objective Approach for Prototype Generation and Feature Selection.

Alejandro Rosales-Pérez, Jesús A. González, Carlos A. Coello Coello, Carlos A. Reyes García, Hugo Jair Escalante

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

Enhanced Fuzzy-Relational Neural Network with Alternative Relational Products.

Efraín Mendoza-Castañeda, Carlos A. Reyes García, Hugo Jair Escalante, Wilfrido Moreno, Alejandro Rosales-Pérez

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

An evolutionary multi-objective approach for prototype generation.

Alejandro Rosales-Pérez, Hugo Jair Escalante, Carlos A. Coello Coello, Jesus A. Gonzalez, Carlos A. Reyes García

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

Models of performance of time series forecasters.

Mario Graff, Hugo Jair Escalante, Jaime Cerdá Jacobo, Alberto Avalos Gonzalez

Neurocomputing, 2013

Principal motion components for gesture recognition using a single-example.

Hugo Jair Escalante, Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Jun Wan

CoRR, 2013

Sexual predator detection in chats with chained classifiers.

Hugo Jair Escalante, Esaú Villatoro-Tello, Antonio Juárez, Manuel Montes-y-Gómez, Luis Villaseñor Pineda

Proceedings of the 4th Workshop on Computational Approaches to Subjectivity, 2013

Automatic Classification of Web Databases Using Domain-Dictionaries.

Heidy Marisol Marín-Castro, Víctor Jesús Sosa Sosa, Ivan López-Arévalo, Hugo Jair Escalante Balderas

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013

TIA-INAOE's Approach for the 2013 Retrieving Diverse Social Images Task.

Hugo Jair Escalante, Alicia Morales-Reyes

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Simultaneous Segmentation and Recognition of Gestures for Human-Machine Interaction.

Harold Vasquez Chavarria, Luis Enrique Sucar, Hugo Jair Escalante

Proceedings of the 3rd Workshop on Ubiquitous Data Mining co-located with the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), 2013

Multi-modal gesture recognition challenge 2013: dataset and results.

Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Miguel Reyes, Oscar Lopes, Isabelle Guyon, Vassilis Athitsos, Hugo Jair Escalante

Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

ChaLearn multi-modal gesture recognition 2013: grand challenge and workshop summary.

Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Miguel Reyes, Isabelle Guyon, Vassilis Athitsos, Hugo Jair Escalante, Leonid Sigal, Antonis A. Argyros, Cristian Sminchisescu, Richard Bowden, Stan Sclaroff

Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Simultaneous segmentation and recognition of hand gestures for human-robot interaction.

Harold Vasquez Chavarria, Hugo Jair Escalante, Luis Enrique Sucar

Proceedings of the 16th International Conference on Advanced Robotics, 2013

Bias and Variance Multi-objective Optimization for Support Vector Machines Model Selection.

Alejandro Rosales-Pérez, Hugo Jair Escalante, Jesus A. Gonzalez, Carlos A. Reyes García, Carlos Artemio Coello Coello

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Genetic Programming of Prototypes for Pattern Classification.

Hugo Jair Escalante, Karlo Mendoza, Mario Graff, Alicia Morales-Reyes

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Bias and Variance Optimization for SVMs Model Selection.

Alejandro Rosales-Pérez, Hugo Jair Escalante, Jesus A. Gonzalez, Carlos A. Reyes García

Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

INAOE's Participation at PAN'13: Author Profiling Task Notebook for PAN at CLEF 2013.

Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda, Esaú Villatoro-Tello

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Distributional Term Representations for Short-Text Categorization.

Juan Manuel Cabrera, Hugo Jair Escalante, Manuel Montes-y-Gómez

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

A One-Shot DTW-Based Method for Early Gesture Recognition.

Yared Sabinas, Eduardo F. Morales, Hugo Jair Escalante

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Genetic Programming of Heterogeneous Ensembles for Classification.

Hugo Jair Escalante, Niusvel Acosta-Mendoza, Alicia Morales-Reyes, Andrés Gago Alonso

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

A hybrid surrogate-based approach for evolutionary multi-objective optimization.

Alejandro Rosales-Pérez, Carlos Artemio Coello Coello, Jesus A. Gonzalez, Carlos A. Reyes García, Hugo Jair Escalante

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

Multimodal indexing based on semantic cohesion for image retrieval.

Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Enrique Sucar

Inf. Retr., 2012

Multi-class particle swarm model selection for automatic image annotation.

Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Enrique Sucar

Expert Syst. Appl., 2012

Resumen de Tesis Doctoral Semantic Cohesion for Image Annotation and Retrieval.

Hugo Jair Escalante, Luis Enrique Sucar, Manuel Montes-y-Gómez

Computación y Sistemas, 2012

Acute leukemia classification by ensemble particle swarm model selection.

Hugo Jair Escalante, Manuel Montes-y-Gómez, Jesús A. González, Pilar Gómez-Gil, Leopoldo Altamirano Robles, Carlos A. Reyes García, Carolina Reta, Alejandro Rosales-Pérez

Artif. Intell. Medicine, 2012

Results and Analysis of the ChaLearn Gesture Challenge 2012.

Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Hugo Jair Escalante, Ben Hamner

Proceedings of the Advances in Depth Image Analysis and Applications, 2012

ChaLearn gesture challenge: Design and first results.

Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Ben Hamner, Hugo Jair Escalante

Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

A Two-step Approach for Effective Detection of Misbehaving Users in Chats.

Esaú Villatoro-Tello, Antonio Juárez-González, Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Villaseñor Pineda

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011

A comparative study of object-level spatial context techniques for semantic image analysis.

Georgios Th. Papadopoulos, Carsten Saathoff, Hugo Jair Escalante, Vasileios Mezaris, Ioannis Kompatsiaris, Michael G. Strintzis

Comput. Vis. Image Underst., 2011

An energy-based model for region-labeling.

Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Enrique Sucar

Comput. Vis. Image Underst., 2011

A Weighted Profile Intersection Measure for Profile-Based Authorship Attribution.

Hugo Jair Escalante, Manuel Montes-y-Gómez, Thamar Solorio

Proceedings of the Advances in Artificial Intelligence, 2011

Instance Selection in Text Classification Using the Silhouette Coefficient Measure.

Debangana Dey, Thamar Solorio, Manuel Montes-y-Gómez, Hugo Jair Escalante

Proceedings of the Advances in Artificial Intelligence, 2011

EPSMS and the Document Occurrence Representation for Authorship Identification - Notebook for PAN at CLEF 2011.

Hugo Jair Escalante

Proceedings of the CLEF 2011 Labs and Workshop, 2011

Local Histograms of Character N-grams for Authorship Attribution.

Hugo Jair Escalante, Thamar Solorio, Manuel Montes-y-Gómez

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010

The segmented and annotated IAPR TC-12 benchmark.

Hugo Jair Escalante, Carlos A. Hernández, Jesús A. González, Aurelio López-López, Manuel Montes-y-Gómez, Eduardo F. Morales, Luis Enrique Sucar, Luis Villaseñor Pineda, Michael Grubinger

Comput. Vis. Image Underst., 2010

Ensemble particle swarm model selection.

Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Enrique Sucar

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Particle Swarm Model Selection.

Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Enrique Sucar

J. Mach. Learn. Res., 2009

TIA-INAOE's Participation in ImageCLEF 2009.

Hugo Jair Escalante, Jesus A. Gonzalez, Carlos A. Hernández, Aurelio López-López, Manuel Montes-y-Gómez, Eduardo F. Morales, Elias Ruiz, Luis Enrique Sucar, Luis Villaseñor Pineda

Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

Particle Swarm Model Selection for Authorship Verification.

Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Villaseñor Pineda

Proceedings of the Progress in Pattern Recognition, 2009

2008

Late fusion of heterogeneous methods for multimedia image retrieval.

Hugo Jair Escalante, Carlos A. Hernández, Luis Enrique Sucar, Manuel Montes-y-Gómez

Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

TIA-INAOE Participation at ImageCLEF 2008.

Hugo Jair Escalante, Jesús A. González, Carlos A. Hernández, Aurelio López-López, Manuel Montes-y-Gómez, Eduardo F. Morales, Luis Enrique Sucar, Luis Villaseñor Pineda

Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Annotation-Based Expansion and Late Fusion of Mixed Methods for Multimedia Image Retrieval.

Hugo Jair Escalante, Jesús A. González, Carlos A. Hernández, Aurelio López-López, Manuel Montes-y-Gómez, Eduardo F. Morales, Luis Enrique Sucar, Luis Villaseñor Pineda

Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

2007

PSMS for Neural Networks on the IJCNN 2007 Agnostic vs Prior Knowledge Challenge.

Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Enrique Sucar

Proceedings of the International Joint Conference on Neural Networks, 2007

Towards Annotation-Based Query and Document Expansion for Image Retrieval.

Hugo Jair Escalante, Carlos A. Hernández, Aurelio López-López, Heidy Marisol Marín-Castro, Manuel Montes-y-Gómez, Eduardo F. Morales, Luis Enrique Sucar, Luis Villaseñor Pineda

Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

TIA-INAOE's Participation at ImageCLEF 2007.

Hugo Jair Escalante, Carlos A. Hernández, Aurelio López-López, Heidy M. Marín, Manuel Montes-y-Gómez, Eduardo F. Morales, Luis Enrique Sucar, Luis Villaseñor Pineda

Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Overview of the ImageCLEF 2007 Object Retrieval Task.

Thomas Deselaers, Allan Hanbury, Ville Viitaniemi, András A. Benczúr, Mátyás Brendel, Bálint Daróczy, Hugo Jair Escalante Balderas, Theo Gevers, Carlos Arturo Hernández-Gracidas, Steven C. H. Hoi, Jorma Laaksonen, Mingjing Li, Heidy Marisol Marín-Castro, Hermann Ney, Xiaoguang Rui, Nicu Sebe, Julian Stöttinger, Lei Wu

Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Word Co-occurrence and Markov Random Fields for Improving Automatic Image Annotation.

Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Enrique Sucar

Proceedings of the British Machine Vision Conference 2007, 2007

Improving Automatic Image Annotation Based on Word Co-occurrence.

Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Enrique Sucar

Proceedings of the Adaptive Multimedial Retrieval: Retrieval, 2007

2006

Analysis of Galactic Spectra using Noise-Aware Learning Algorithms.

Hugo Jair Escalante, Olac Fuentes

Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, 2006

Cleaning Training-Datasets with Noise-Aware Algorithms.

Hugo Jair Escalante

Proceedings of the Seventh Mexican International Conference on Computer Science, 2006